( PROJECT ARCHITECTURE — 2026 ) AI EVALUATION PUBLIC / PYTHON

LucentEval

An adversarial evaluation platform that turns agent runs into versioned, inspectable scores.

IMMUTABLE MANIFEST DISTRIBUTED WORKERS SIX-DIMENSION SCORING
( 01 — OVERVIEW )

LucentEval freezes an immutable run manifest, distributes evaluation shards, preserves raw artifacts, and scores the result across six dimensions. Signed, versioned results feed the public leaderboard.

( 02 — ARCHITECTURE )
LucentEval system architecture diagram

Adapted from the Notion Architecture Atlas v5. Scroll horizontally to inspect the complete system.

( 03 — SYSTEM PATH )
01Freeze the run manifest
02Distribute evaluation shards
03Call the agent endpoint
04Preserve raw artifacts
05Score, sign, and publish